A Business analytics team working with Montana's Fire Department suggested two deployment models that can reduce fire suppression units during the midnight hours based on a low level of fires. 1. One with 100 features and test RMSE of 1.74 2. One with 55 features and test RMSE of 1.95 Which one will you choose?

Select one:

a. Model 1

b. Model 2

c. The one that has less overfitting issues

d. More information about models is required to make a decsion.

e. Options c, d are correct.

I need typed answer with explanation